The RL problem statement can be formalized as a POMDP [1]}, defined by the tuple (\(\mathcal {S}\) , \(\mathcal {A}\) , \(\mathcal {P}\) , \(\mathcal {R}\) , \(\Omega \) , \(\mathcal {O}\) , \(\gamma \) ), where:
